PinnedHugman Sangkeun JungNatural Language Processing Fundamentals: A Guide for Beginners and IntermediatesExplore the essentials of NLP, from trainable models to prompt-based techniques, simplified for novice understanding.Mar 11Mar 11
PinnedHugman Sangkeun JungEmploying AI : Representation and Problem SolvingLearn to understand and apply AI for daily challenges. Discover AI’s practical uses from basics to real-world applications.Mar 10Mar 10
Hugman Sangkeun Jung[Hands-On] Build Tokenizer using BPE (Byte Pair Encoding)Learn how to implement BPE tokenization for NLP tasks. Explore vocabulary building, merge rules, and tokenizer with hands-on examples.1d ago1d ago
Hugman Sangkeun Jung[Hands-On] BPE(Byte Pair Encoding)를 활용한 토크나이저 구현NLP 작업을 위한 BPE 토큰화 구현 방법을 배웁니다. 어휘 구축, 병합 규칙, 토큰화 함수를 실습 예제와 함께 탐구합니다.1d ago1d ago
Hugman Sangkeun Jung[Hands-On] Prompt-based Image Classification with CLIPLearn how to implement prompt-based image classification using CLIP. Explore zero-shot learning and multimodal understanding.Jul 13Jul 13
Hugman Sangkeun Jung[Hands-On] CLIP을 활용한 프롬프트 기반 이미지 분류CLIP을 사용한 프롬프트 기반 이미지 분류 구현 방법을 알아보세요. 제로샷 학습, 다중 모달 이해, 앙상블 기법을 살펴봅니다.Jul 13Jul 13
Hugman Sangkeun JungNLP Problems Overview — Understanding Perspective(2/2)Comprehensive guide to evaluating large language models: reasoning, knowledge, ethics, multimodal processing, and practical skills.Jul 12Jul 12
Hugman Sangkeun Jung자연어 처리 문제 개관 — Understanding 관점 (2/2)대규모 언어 모델 평가에 대한 종합 가이드: AI 시스템의 추론, 지식, 윤리, 다중 모달 처리 및 실용적 기술.Jul 12Jul 12
Hugman Sangkeun JungIntroduction to Applications Using Reinforcement LearningExplore real-world applications of reinforcement learning in gaming, robotics, energy management, and its integration with foundation…Jul 2Jul 2
Hugman Sangkeun Jung강화학습을 활용한 Applications 소개게임, 로봇 공학, 에너지 관리 분야에서의 강화 학습 실제 응용 사례와 파운데이션 모델과의 통합에 대해 알아봅니다.Jul 2Jul 2
![[Hands-On] Build Tokenizer using BPE (Byte Pair Encoding)](https://miro.medium.com/v2/resize:fill:160:106/1*YnSwzru-s8COR1EEuPqrSw.png)
![[Hands-On] Build Tokenizer using BPE (Byte Pair Encoding)](https://miro.medium.com/v2/resize:fill:320:214/1*YnSwzru-s8COR1EEuPqrSw.png)
![[Hands-On] Prompt-based Image Classification with CLIP](https://miro.medium.com/v2/resize:fill:160:106/1*KfAPgMD4Lnxy-9OwKfFuvg.png)
![[Hands-On] Prompt-based Image Classification with CLIP](https://miro.medium.com/v2/resize:fill:320:214/1*KfAPgMD4Lnxy-9OwKfFuvg.png)
